BestHub
Sign in
PMTalk Product Manager Community
Author

PMTalk Product Manager Community

One of China's top product manager communities, gathering 210,000 product managers, operations specialists, designers and other internet professionals; over 800 leading product experts nationwide are signed authors; hosts more than 70 product and growth events each year; all the product manager knowledge you want is right here.

223
Articles
0
Likes
684
Views
0
Comments
Recent Articles

Latest from PMTalk Product Manager Community

100 recent articles max
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 27, 2026 · Artificial Intelligence

Why Your AI Skill Falls Short and How to Refine It in Three Real‑World Scenarios

The article explains why many AI Skills are unreliable, identifies three common failure patterns, and provides concrete scenario‑based refinements for product managers, designers, and operators, along with practical checklists and management tips to turn a draft Skill into a stable, reusable workflow.

AIDesign ReviewOperations
0 likes · 19 min read
Why Your AI Skill Falls Short and How to Refine It in Three Real‑World Scenarios
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 27, 2026 · Product Management

Why Traditional PRDs Are Obsolete in the AI Era—and How SPEC Docs Supercharge Development

In the AI era, product managers find that AI‑generated PRDs often miss critical boundaries and cause rework, prompting a shift to SPEC‑driven documentation that speaks directly to AI, dramatically improves efficiency, and refocuses the PM role on judgment rather than mere expression.

AIDesign by ContractProduct Management
0 likes · 16 min read
Why Traditional PRDs Are Obsolete in the AI Era—and How SPEC Docs Supercharge Development
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 26, 2026 · Artificial Intelligence

Three Practical Ways to Turn Your Experience into an AI Skill Workflow

The article outlines three concrete methods for converting existing results, repeated tasks, or documented SOPs into reusable AI Skills, provides a universal skill template, explains where to store skill files, and showcases four ready‑to‑use skill examples, helping teams build stable, repeatable AI workflows.

AI WorkflowAutomationPrompt reuse
0 likes · 14 min read
Three Practical Ways to Turn Your Experience into an AI Skill Workflow
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 26, 2026 · Artificial Intelligence

Why GPT‑Live Feels Like a Real Person: In‑Depth Look at the Evolution from Cascaded to Full‑Duplex Voice AI

The article dissects GPT‑Live’s lifelike voice experience, explaining how the shift from a serial cascaded pipeline to a full‑duplex architecture, advanced round‑turn management, and task‑delegation mechanisms together eliminate latency, preserve conversational nuance, and raise new safety and product‑design challenges.

AI safetyGPT‑Livefull‑duplex
0 likes · 26 min read
Why GPT‑Live Feels Like a Real Person: In‑Depth Look at the Evolution from Cascaded to Full‑Duplex Voice AI
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 22, 2026 · Product Management

Why Stronger AI Makes Top Product Managers Even More Valuable

Although AI can now write PRDs, conduct competitor analysis, and generate prototypes, the article argues that product managers remain hard to replace because their core value lies in making judgments amid ambiguity, defining worthwhile problems, designing feedback loops, reshaping interactions, and owning outcomes as execution becomes cheaper.

Artificial IntelligenceAutomationProduct Management
0 likes · 8 min read
Why Stronger AI Makes Top Product Managers Even More Valuable
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 20, 2026 · Product Management

Why Smart PMs Leave 20% Gaps: 60% Effort for 80% Value

The article explains how product managers often waste resources chasing 100% functional coverage, and shows that mature PMs use a 60%‑for‑80% approach—freezing low‑frequency, high‑cost scenarios, applying ROI formulas, scoring cards, and concrete ERP examples—to deliver core value efficiently.

ERPProduct ManagementROI
0 likes · 16 min read
Why Smart PMs Leave 20% Gaps: 60% Effort for 80% Value
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 19, 2026 · Artificial Intelligence

Three Practical Ways to Turn Your Experience into Reusable AI Skills

The article explains why repeating prompts is inefficient, defines a Skill as a reusable SOP for AI, and presents three concrete methods—reverse‑engineering from results, completing a task then summarising, and writing a work‑instruction for AI optimisation—along with templates, storage tips, and real‑world Skill examples.

AI WorkflowAI toolsAutomation
0 likes · 13 min read
Three Practical Ways to Turn Your Experience into Reusable AI Skills
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 19, 2026 · Product Management

What Skills Does a Qualified AI Product Manager Need?

The article debunks the buzzword “Product Sense” and argues that a competent AI product manager must master three core disciplines—computer fundamentals, psychology, and management—to make logical, user‑focused decisions and earn technical teams’ respect.

AI product managerManagementcomputer fundamentals
0 likes · 6 min read
What Skills Does a Qualified AI Product Manager Need?